Longitudinal Structural Equation Modeling : A Comprehensive Introduction
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Yayıncı Routledge ( 06 / 2015 ) ISBN 9781848726970 | Büyük boy | 18,01x25,2x2,79 cm. | İngilizce | 434 Sayfa | Türler Psikoloji
This comprehensive resource reviews structural equation modeling (SEM) strategies for longitudinal data to help readers see which modeling options are available for which hypotheses. The author demonstrates how SEM is related to other longitudinal data techniques throughout. By exploring connections between models, readers gain a better understanding of when to choose one analysis over another. The book explores basic models to sophisticated ones including the statistical and conceptual underpinnings that are the building blocks of the analyses. Accessibly written, research examples from the behavioral and social sciences and results interpretations are provided throughout. The emphasis is on concepts and practical guidance for applied research rather than on mathematical proofs. New terms are highlighted and defined in the glossary. Figures are included for every model along with detailed discussions of model specification and implementation issues. Each chapter also includes examples of each model type, comment sections that provide practical guidance, model extensions, and recommended readings. Highlights include: * Covers the major SEM approaches to longitudinal analysis in one resource. * Explores connections between longitudinal SEM models to enhance integration. * Numerous examples that help readers match research questions to appropriate analyses and interpret results. * Reviews practical issues related to model specification and estimation to reinforce connections. * Analyzes continuous and discrete (binary and ordinal) variables throughout for breadth not found in other sources. * Reviews key SEM concepts for those who need a refresher (Ch. 1). * Emphasizes how to apply and interpret each model through realistic data examples. * Provides the book's data sets at www.longitudinalsem.com along with the Mplus and R-lavaan syntax used to generate the results. * Introduces the LISREL notation system used throughout (Appendix A). The chapters can be read out o